MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29851
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
29852
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
29853
Vedant2254
MCP server for AIShelf - allows AI model to choose workflows, rules, skills, an…
N/A N/A
29854
makalin
SecureMCP Claim
SecureMCP is a security auditing tool designed to detect vulnerabilities and mi…
N/A N/A
29855
lit-mcp Claim 2
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
N/A N/A 81
29856
aak204
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
N/A N/A
29857
29858
hyperplexity
Hyperplexity Claim
# Hyperplexity — AI Research Tables with Citations and Confidence Scores **Tur…
29859
cquillen
Provides structured access to RealTest backtesting documentation and example sc…
N/A N/A
29860
nahdd123uosackr
nahdd123 Claim
N/A N/A 95
29861
sdeiley
monarch-mcp Claim
Provides an MCP server for querying and managing Monarch Money personal finance…
N/A N/A
29862
bjunjo
treasury-mcp Claim
An MCP server that enables AI agents to query real-time Bitcoin network intelli…
29863 N/A N/A 95
29864
virtuowhizsalesforce-tech
A FastAPI-based MCP server designed for Salesforce Agentforce Registry integrat…
29865
mila-gg
Mila Claim
Create and manage documents, spreadsheets, and presentations from your AI assis…
29866
tradingale
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
29867
Siloah-Travel
Search 70,000+ cruise voyages, 678 ships, and 62 cruise lines worldwide. No API…
29868
lleontor705
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
N/A N/A
29869
Kinzen-dev
LineWhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
29870
yjqian19
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
N/A N/A 95
29871
mikusnuz
dynadot Claim
MCP server for Dynadot domain registrar — domain search, registration, DNS, and…
N/A N/A
29872
paulieb89
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
29873
paulieb89
Pine Script v6 documentation lookup, function validation, and linting for AI co…
29874
zeljkolivaja
A local Model Context Protocol server that enables secure interaction with self…
N/A N/A 95
29875
smartdatabrokers
Slideforge Claim
Generate consulting-quality PowerPoint slides via AI. Real .pptx files, not web…
29876
found402
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
81
29877
juancvergara1
Enables Claude to interact with WhatsApp Business for reading, searching, and s…
N/A N/A
29878
jjbot1
Computer-mcp Claim
29879
acedatacloud-mcp
mcp-flux-pro Claim
29880
acedatacloud-mcp
mcp-veo Claim
29881
usepopup
Read-only MCP server for PopUp — search vendors, manage events, and track appli…
N/A N/A 83
29882
gaproll Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
29883
swesmith-repos
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
N/A N/A 95
29884
InquiryInstitute
imscc-mcp Claim
An MCP server that enables the creation of Canvas Common Cartridge (.imscc) pac…
N/A N/A
29885
jowpereira
MCP Gateway Claim
A secure bridge that allows Large Language Models (LLMs) to interact with corpo…
81
29886
jbb1988
wheretohit Claim
81
29887
JessiP23
Enables weather data retrieval and analysis through an MCP server interface wit…
N/A N/A 95
29888
PDF Kit Claim 1
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
N/A N/A 81
29889
spajjuri.pro
vsfclubnew5 Claim
N/A N/A 95
29890
jobswithgpt
jobswithgpt Claim
jobswithgpt
81
29891
NUbem000
A Model Context Protocol server adapted for Google Cloud Platform that enables …
N/A N/A 95
29892
aidb Claim 1
Debug any supported language with breakpoints, variable/state inspection, and s…
N/A N/A 81
29893
anymailfinder
mcp-server Claim 1
MCP server for Anymail Finder API - find and verify email addresses via AI assi…
N/A N/A 83
29894
PugzUI
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
N/A N/A 95
29895 N/A N/A 95
29896
caubequay010
mcp-proxy Claim
N/A N/A 95
29897
sarahpark
Google Search Console MCP server — search analytics, URL inspection, and sitema…
N/A N/A
29898
racy
r234 Claim
N/A N/A 95
29899
rog0x
i18n Claim
Locale detect, translations, plurals for AI agents
N/A N/A
29900
piiiico
AgentLair Claim
Give AI agents a real @agentlair.dev email address and encrypted vault. Send/re…
Showing 29851–29900 of 30006 servers